Transform Your Data into
Training-Ready Datasets
Upload messy files, build visual transformation recipes, and export clean JSONL — no coding required.
Everything you need to forge data
Replace fragmented scripts and spreadsheets with a unified Data Foundry designed for the LLM era.
Universal Data Import
Upload CSV, JSONL, or Parquet files up to 5GB. Import directly from HuggingFace datasets with automatic schema detection.
Visual Recipe Builder
13+ drag-and-drop transformation operations. See data change at every step with our real-time preview and live diff engine.
AI Recipe Generation
One click to auto-generate. AI analyzes your schema and sample data to create transformation recipes you can edit and refine.
Quality Analytics
Token distribution histograms, duplicate detection with MinHash, conversation metrics, and embedding scatter plots for semantic clustering.
LLM-as-a-Judge
AI-powered quality scoring. Evaluate each sample for coherence, helpfulness, safety, and completeness. Automatically flag low-quality data.
Smart Export
JSONL in OpenAI chat format with built-in PII handling (mask, redact, or remove). Deduplication and whitespace cleanup included.
From Raw to Ready
A seamless workflow to transform your chaotic data into high-quality training sets.
Upload Your Data
Drag-and-drop CSV, JSONL, or Parquet files, or import directly from HuggingFace. Automatic schema detection maps your columns to conversation format.
Build Your Recipe
Use the visual builder with 13+ transformation operations, or let AI analyze your schema and auto-generate a recipe. Preview changes at every step.
Analyze & Export
Review quality metrics and run LLM-as-a-Judge to score each sample for coherence, helpfulness, and safety. Apply cleanup like PII masking and deduplication. Export clean JSONL ready for fine-tuning.
